Service line
Database Engineering
The database is usually the part of the stack nobody wants to touch and the part that fails most expensively when ignored. We specialize specifically in the engines underneath your applications, not just the applications themselves.
Why a dedicated specialty
Application engineers and database engineers solve different problems
A query that works fine at ten thousand rows can fall over at ten million. Replication topology, index strategy, and lock contention require a specific kind of expertise that general cloud or application teams rarely have time to develop in depth. We bring engineers who think in execution plans and write ahead logs, focused entirely on the systems of record your business depends on.
- Query and index tuning grounded in real execution plans
- High availability architecture tested with actual failover drills
- Capacity planning before growth turns into an outage
Scope of work
What this service line covers
| Capability | What it includes |
|---|---|
| Performance tuning | Query optimization, index design, and execution plan analysis across PostgreSQL, MySQL, SQL Server, and Oracle. |
| High availability and disaster recovery | Replication topology design, automated failover, and recovery point and time objectives tested against real failure scenarios. |
| Migration and upgrades | Version upgrades, engine migrations, and cross platform moves with minimized downtime and validated data integrity. |
| Distributed and NoSQL databases | Cluster design and operations for MongoDB, Cassandra, and DynamoDB, including partition key strategy and consistency tuning. |
| Capacity planning | Growth forecasting and storage, compute, and connection scaling plans ahead of demand rather than in reaction to it. |
| Database security | Encryption at rest and in transit, row level security, audit logging, and credential rotation aligned to compliance requirements. |
Engagement models
Three ways to bring us in
Performance review
A deep audit of slow queries, index coverage, and configuration, delivered with specific, ranked fixes rather than general advice.
Migration project
End to end planning and execution for a version upgrade, engine change, or platform move, with a defined cutover and rollback plan.
Database administration retainer
Ongoing DBA coverage for monitoring, patching, backup verification, and on call response, without the cost of a full internal team.